Pith Number

pith:NK2EHMM4

pith:2023:NK2EHMM4NCQT33SRGCP2U5QIMZ

not attested not anchored not stored refs pending

Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT

Bram Hoex, Chunyu Kit, Clara Grazian, Qingyuan Linghu, Shaozhou Wang, Tong Xie, Wei Huang, Wenjie Zhang, Yixuan Liu, Yufei Zhou, Yuwei Wan

arxiv:2304.02213 v5 · 2023-04-05 · cs.CL · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NK2EHMM4NCQT33SRGCP2U5QIMZ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Reaction-Network-Level Discovery of Ammonia Synthesis Catalysts via Ten-Million-Scale Generative Exploration

Receipt and verification

First computed	2026-07-05T06:00:17.331347Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ab443b19c68a13dee51309faa76086659fa60ae552d472ff7b5075887d81d05

Aliases

arxiv: 2304.02213 · arxiv_version: 2304.02213v5 · doi: 10.48550/arxiv.2304.02213 · pith_short_12: NK2EHMM4NCQT · pith_short_16: NK2EHMM4NCQT33SR · pith_short_8: NK2EHMM4

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/NK2EHMM4NCQT33SRGCP2U5QIMZ \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 6ab443b19c68a13dee51309faa76086659fa60ae552d472ff7b5075887d81d05

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6dd9d72a16eb9b923e37b1680b2fc3b0153efb75ed2712570a049b534fb9a008",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-05T04:01:52Z",
    "title_canon_sha256": "83bc5b945b7cae0b231717f155fd2ff19e945342b9c2a5cff23d8a70f98fecf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.02213",
    "kind": "arxiv",
    "version": 5
  }
}